Gargi Sharma

Experience

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  Intellify

  Jul 2019 - Nov 2019

  Project Executive
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  The Hong Kong University of Science and Technology

  May 2020 - Jul 2020

  Research Intern
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  The University of Western Australia

  Mar 2021 - Apr 2021

  Research Intern

  - Created a Search Database containing data for 1700 chemical compounds from Active Thermochemical Table website.- Implemented Web Scraping using Requests library to directly access the website & download molecular data files.- Modified all downloaded molecular data files using different libraries in order to add data specific to the compound.

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  The Australian National University

  May 2021 - Jul 2021

  Machine Learning Intern

  - Implemented Transfer Learning to use 1900-unit UniRep & Facebook's ESM model embeddings over G-protein dataset.- Predicted Protein Fitness using top models such as LSTM, CNN, Decision Tree, Random Forest, Lasso, Ridge & GB-trees.- Implemented Cross Validation techniques like K-fold, Grid-search & Random search for hyper-parameter tuning.- Compared results of pre-trained models with Fine Tuning vs No Fine Tuning & presented them using Heatmaps.